Skip to content
体验新版
项目
组织
正在加载...
登录
切换导航
打开侧边栏
曾经的那一瞬间
Models
提交
78a41239
M
Models
项目概览
曾经的那一瞬间
/
Models
11 个月 前同步成功
通知
1
Star
0
Fork
0
代码
文件
提交
分支
Tags
贡献者
分支图
Diff
Issue
0
列表
看板
标记
里程碑
合并请求
0
DevOps
流水线
流水线任务
计划
Wiki
0
Wiki
分析
仓库
DevOps
项目成员
Pages
M
Models
项目概览
项目概览
详情
发布
仓库
仓库
文件
提交
分支
标签
贡献者
分支图
比较
Issue
0
Issue
0
列表
看板
标记
里程碑
合并请求
0
合并请求
0
Pages
DevOps
DevOps
流水线
流水线任务
计划
分析
分析
仓库分析
DevOps
Wiki
0
Wiki
成员
成员
收起侧边栏
关闭侧边栏
动态
分支图
创建新Issue
流水线任务
提交
Issue看板
体验新版 GitCode,发现更多精彩内容 >>
提交
78a41239
编写于
1月 23, 2022
作者:
X
Xianzhi Du
提交者:
A. Unique TensorFlower
1月 23, 2022
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
Internal change
PiperOrigin-RevId: 423725861
上级
45848c44
变更
2
隐藏空白更改
内联
并排
Showing
2 changed file
with
15 addition
and
0 deletion
+15
-0
official/README.md
official/README.md
+1
-0
official/vision/beta/MODEL_GARDEN.md
official/vision/beta/MODEL_GARDEN.md
+14
-0
未找到文件。
official/README.md
浏览文件 @
78a41239
...
...
@@ -43,6 +43,7 @@ In the near future, we will add:
|
[
ResNet
](
vision/beta/MODEL_GARDEN.md
)
|
[
Deep Residual Learning for Image Recognition
](
https://arxiv.org/abs/1512.03385
)
|
|
[
ResNet-RS
](
vision/beta/MODEL_GARDEN.md
)
|
[
Revisiting ResNets: Improved Training and Scaling Strategies
](
https://arxiv.org/abs/2103.07579
)
|
|
[
EfficientNet
](
vision/image_classification
)
|
[
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
](
https://arxiv.org/abs/1905.11946
)
|
|
[
Vision Transformer
](
vision/beta/MODEL_GARDEN.md
)
|
[
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
](
https://arxiv.org/abs/2010.11929
)
|
#### Object Detection and Segmentation
...
...
official/vision/beta/MODEL_GARDEN.md
浏览文件 @
78a41239
...
...
@@ -55,6 +55,20 @@ depth, label smoothing and dropout.
| ResNet-RS-350 | 256x256 | 164.3 | 83.7 | 96.7 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/image_classification/imagenet_resnetrs350_i256.yaml
)
\|
[
ckpt
](
https://storage.cloud.google.com/tf_model_garden/vision/resnet-rs/resnet-rs-350-i256.tar.gz
)
|
| ResNet-RS-350 | 320x320 | 164.3 | 84.2 | 96.9 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/image_classification/imagenet_resnetrs420_i256.yaml
)
\|
[
ckpt
](
https://storage.cloud.google.com/tf_model_garden/vision/resnet-rs/resnet-rs-350-i320.tar.gz
)
|
#### Vision Transformer (ViT)
We support
[
ViT
](
https://arxiv.org/abs/2010.11929
)
and
[
DEIT
](
https://arxiv.org/abs/2012.12877
)
implementations in a TF
Vision
[
project
](
https://github.com/tensorflow/models/tree/master/official/projects/vit
)
. ViT models trained under the DEIT settings:
model | resolution | Top-1 | Top-5 |
--------- | :--------: | ----: | ----: |
ViT-s16 | 224x224 | 79.4 | 94.7 |
ViT-b16 | 224x224 | 81.8 | 95.8 |
ViT-l16 | 224x224 | 82.2 | 95.8 |
## Object Detection and Instance Segmentation
### Common Settings and Notes
...
...
编辑
预览
Markdown
is supported
0%
请重试
或
添加新附件
.
添加附件
取消
You are about to add
0
people
to the discussion. Proceed with caution.
先完成此消息的编辑!
取消
想要评论请
注册
或
登录